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AI told me a method didn't work. It had barely run it.
14+ min ago (1832+ words) I handed an AI an analysis that only counts if all seven of its steps run, in order. The procedure is written down. Here is what came back: This method shows no measurable effect. Fine, I thought. Dead end. Then,…...
How I Passed the AWS Certified Generative AI Developer – Professional Exam: Real Questions, Real Patterns
46+ min ago (1402+ words) A few days ago, I passed the AWS Certified Generative AI Developer – Professional (AIP-C01) exam. I want to share what I actually learned during preparation — not just a list of topics, but the reasoning patterns that this exam really tests....
Caddy vs Nginx: Which Reverse Proxy Should You Use in 2026?
35+ min ago (1625+ words) Caddy and Nginx are reverse proxies that sit in front of web applications, receive user traffic, handle edge behavior such as HTTPS and routing, and forward requests to backend services. The practical difference is this: Caddy is usually simpler to…...
Claude Code already shows what I spent. I optimized the spending.
37+ min ago (212+ words) Claude Code already has /usage (same as /cost). On a Pro or Max plan it will show session cost estimates, plan bars, and a recent breakdown of usage by skill, subagent, plugin, and MCP server. But, I wanted to optimize…...
Building a Live Game Wiki with Astro: Architecture, SEO, and Data Reliability
47+ min ago (545+ words) A game wiki looks simple until the game actually goes live. Codes expire. Character names change between regions. Guides mix confirmed mechanics with community guesses. Search engines keep indexing pages long after their information becomes stale. I ran into all…...
15 green checks and a stale demo
46+ min ago (491+ words) I have a release script with fifteen automated checks. It passed all fifteen. Then I opened my own live demo and the About screen showed the previous version. Here is what it checks, on the release in question: Not one…...
🚀 How I Built an Educational Android Quiz App Using Kotlin & Jetpack Compose
31+ min ago (90+ words) Hello DEV Community! 👋 My name is El Mostafa Lafryhi, an Android and Unity developer from Morocco. I enjoy building educational applications that help students learn through interactive quizzes, games, and AI-powered tools. Today, I'd like to introduce one of the…...
Inbox and Calendar on Autopilot with Claude: What's Actually Safe to Automate
22+ min ago (491+ words) The pitch: connect Claude to Gmail, Calendar, and Drive and let it run your day. What you actually get is smaller and more useful. It reads across your workspace, pulls the right context, summarizes it, and prepares actions. You still…...
The boring layer around your LLM call
8+ min ago (1054+ words) Most of what I learned this year came from building the interesting parts. The retrieval, the prompts, the agent loop. The stuff that's fun to think about. Then I put a FastAPI endpoint in front of one of my projects,…...
Why Permission Systems Are So Hard in Low-Code Platforms
16+ min ago (1687+ words) In the previous post about data models, I left one question: The data model defines business objects, but in an enterprise organization, who can view, edit, approve, and export those objects eventually becomes the responsibility of the permission system. I…...